The capacitated m two node survivable star problem
DOI:
https://doi.org/10.2298/YJOR151115015BKeywords:
Topological Network Design, Survivability, Greedy Randomized Adaptive Search Procedure(GRASP), Variable Neighborhood Search (VNS), MetaheuristicsAbstract
In this paper, we address the problem of network design with redundant connections, often faced by operators of telephone and internet services. The network connects customers with one master node and is built by taking into account the rules that shape its construction, such as number of customers, number of components and types of links, in order to meet operational needs and technical constraints. We propose a combinatorial optimization problem called CmTNSSP (Capacitated m Two-Node-Survivable Star Problem), a relaxation of CmRSP (Capacitated m Ring Star Problem). In this variant of CmRSP, the rings are not constrained to be cycles; instead, they can be two-node connected components. The contributions of this paper are: (a) the introduction and definition of a new problem, (b) the specification of a mathematical programming model of the problem to be treated, and (c) the approximate resolution thereof through a GRASP metaheuristic, which alternates local searches that obtain incrementally better solutions, and exact resolution local searches based on mathematical programming models, particularly Integer Linear Programming ones. Computational results obtained by the developed algorithms show robustness and competitiveness when compared to results of the literature relative to benchmark instances. Likewise, the experiments show the relevance of considering the specific variant of the problem studied in this work.References
Baldacci, R., Dell’Amico, M., and González, J. J. S. The capacitated m-ring-star problem, Operations Research, 55 (6) (2007) 1147–1162.
Bayá, G. ”Diseño topológico de redes. Caso de estudio: Capacitated m two-node survivable star problem”, Master’s thesis, Universidad de la República, Pedeciba Informática, Montevideo, Uruguay, 2014.
Bhandari, R. ”Optimal physical diversity algorithms and survivable networks”, in: Computers and Communications, Proceedings, Second IEEE Symposium, (1997) 433–441.
Dantzig, G., Fulkerson, R., and Johnson, S., ”Solution of a large-scale traveling-salesman problem”, Journal of the Operations Research Society of America, 2 (4) (1954) 393–410.
Feo, T. A., and Resende, M., Greedy randomized adaptive search procedures, Journal of Global Optimization, 6 (2) (1995) 109–133.
Frederickson, G. N., and Ja’Ja’, J., Approximation algorithms for several graph augmentation problems, SIAM Journal on Computing, 10 (2) (1981) 270–283.
Hoshino, E. A., and De Souza, C. C., A branch-and-cut-and-price approach for the capacitated m-ring-star problem, Discrete Appl. Math., 160 (18) (2012) 2728–2741.
Labbé, M., Laporte, G., Martín, I. R., and González, J. J. S., The ring star problem: Polyhedral analysis and exact algorithm, Networks, 43 (3) (2004) 177–189.
Labbé, M., Laporte, G., Martín, I. R., and González, J. J. S., Locating median cycles in networks, European Journal of Operational Research, 160 (2) (2005) 457–470.
Mauttone, A., Nesmachnow, S., Olivera, A., and Robledo, F., Solving a ring star problem generalization, Conference: 2008 International Conferences on Computational Intelligence for Modelling, Control and Automation (CIMCA 2008), Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC 2008), Innovation in Software Engineering (ISE 2008), (2008) 981–986.
Mladenovic, N., and Hansen, P., Variable neighborhood search, Computers & Operations Research, 24 (11) (1997) 1097–1100.
Monma, C. L., Munson, B. S., and Pulleyblank, W., Minimum-weight two-connected spanning networks, Mathematical Programming, 46 (1-3) (1990) 153–171.
Naji-Azimi, Z., Salari, M., and Toth, P., A heuristic procedure for the capacitated m-ring-star problem, European Journal of Operational Research, 207 (3) (2010) 1227–1234.
Naji-Azimi, Z., Salari, M., and Toth, P., An integer linear programming based heuristic for the capacitated m-ring-star problem, European Journal of Operational Research, 217 (1) (2012) 17–25.
Reinelt, G., TSPLIB- A t.s.p. library, Technical Report 250, Universität Augsburg, Institut für Mathematik, Augsburg, 1990.
Resende, M. G., ”Greedy randomized adaptive search procedures”, in: C. A. Floudas and P. M. Pardalos, (eds.) Encyclopedia of Optimization, Springer, 2009, 1460–1469.
Richey, M. B., Optimal location of a path or tree on a network with cycles, Networks, 20 (4) (1990) 391–407.
Robledo, F., ”GRASP heuristics for wide area network design”, Ph.D. thesis, INRIA, 2005.
Stoer, M., Design of Survivable Networks (Lecture Notes in Mathematics), Springer, 1992.
Zhang, Z., Qin, H., and Lim, A., ”A memetic algorithm for the capacitated m-ring-star problem”, Appl. Intell., 40 (2) (2014) 305–321.
Zorpette, G., ”Keeping the phone lines open”, Spectrum, IEEE, 26 (6) (1989) 32–36.
Downloads
Published
Issue
Section
License
Copyright (c) 2017 YUJOR
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.